Accurate mobile robot dead-reckoning with a precision-calibrated fiber-optic gyroscope

Citation
H. Chung et al., Accurate mobile robot dead-reckoning with a precision-calibrated fiber-optic gyroscope, IEEE ROBOT, 17(1), 2001, pp. 80-84
Citations number
9
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION
ISSN journal
1042296X → ACNP
Volume
17
Issue
1
Year of publication
2001
Pages
80 - 84
Database
ISI
SICI code
1042-296X(200102)17:1<80:AMRDWA>2.0.ZU;2-K
Abstract
This paper describes two methods aimed at improving dead-reckoning accuracy with fiber-optic gyroscopes (FOGs) in mobile robots. The first method is a precision calibration procedure for FOGs, which effectively reduces the il l effects of nonlinearity of the scale-factor and temperature dependency, T he second method is the implementation of an indirect feedback Kalman filte r that fuses the sensor data from the FOG with the odometry system of the m obile robot. The paper also provides experimental results and compares the relative effe ctiveness of the two methods as implemented on a four-wheel drive/skidsteer Pioneer AT mobile robot.